摘要
针对光谱测定中暗场光散射数据挖掘一直存在精度差、效率低的问题,设计了一种新的光谱测定中暗场光散射数据挖掘系统,给出了光谱测定中暗场光散射数据挖掘系统的结构,分析了系统数据采集模块、接口部分、控制器和数据挖掘模块的设计过程,通过数据采集模块对光谱测定中的数据进行采集,利用接口部分将采集的数据发送至控制器中,经控制器将数据传输至数据挖掘模块进行处理。在进行软件设计时,将朴素贝叶斯网络应用于光谱测定中暗场光散射数据的挖掘中,给出实现流程图。实验结果表明,所设计的系统具有很高的挖掘精度和挖掘效率,整体性能优越。
Aiming at dark field light scattering in spectrometric data mining has been poor precision, the problem of low efficiency, design a new kind of spectrometric dark field in light scattering data mining system, gives the spectrometric dark field in the structure of light scattering data mining system, data acquisition module, the interface section, analyzed the system controller and the design process of the data mining module, through the data acquisition module of spectrometric data collection, using the data from the interface section will sent to the controller, the controller to transmit the data to the data mining module for processing. In the software design, the simple bayesian network used in the spectrometric dark field light scattering in data mining, the flow chart of implementation. The experimental result shows that the design of the system has high precision of mining and the mining efficiency, the overall performance is superior.
出处
《激光杂志》
北大核心
2016年第9期61-64,共4页
Laser Journal
基金
西安市科技计划项目(CX12189WL35)
关键词
光谱测定
暗场光散射数据
挖掘系统
spectrometry
a dark frame light scattering data
mining system
